UV mapping texture get sliced? in some area
I figured it out!

It's turn out that in order to achieve the result I want, I must use smart uv project instead. 

I believe that the cause of this problem is that normal unwrap does strech the texture a little, while smart uv project doesn't

Normal unwrap result:



Smart uv project result: